{"title":"Bayesian Network Model for Estimating User Satisfaction of Multimedia Cloud Services","authors":"Aleksandar Karadimce, D. Davcev","doi":"10.1145/3151848.3151850","DOIUrl":null,"url":null,"abstract":"The focus of this research is given to find a metric and determine the quality of the offered multimedia cloud services from an end users perception. The Quality of Experience (QoE) has been introduced to measure the quality features, which is used to determine the end-to-end user perceived quality of the used multimedia service. In this study, we have used students satisfaction survey, which provides direct subjective data on need, habits, and frequency of using different multimedia services. This data has been used for validation of the proposed Bayesian Network model for interactive estimation of the acceptability of multimedia cloud services based on the user preferences.","PeriodicalId":218635,"journal":{"name":"Proceedings of the 15th International Conference on Advances in Mobile Computing & Multimedia","volume":"43 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 15th International Conference on Advances in Mobile Computing & Multimedia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3151848.3151850","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The focus of this research is given to find a metric and determine the quality of the offered multimedia cloud services from an end users perception. The Quality of Experience (QoE) has been introduced to measure the quality features, which is used to determine the end-to-end user perceived quality of the used multimedia service. In this study, we have used students satisfaction survey, which provides direct subjective data on need, habits, and frequency of using different multimedia services. This data has been used for validation of the proposed Bayesian Network model for interactive estimation of the acceptability of multimedia cloud services based on the user preferences.
本研究的重点是找到一个度量标准,并根据最终用户的感知来确定所提供的多媒体云服务的质量。引入了体验质量(Quality of Experience, QoE)来度量质量特征,用于确定所使用多媒体服务的端到端用户感知质量。在本研究中,我们使用了学生满意度调查,提供了使用不同多媒体服务的需求、习惯和频率的直接主观数据。该数据已用于验证所提出的贝叶斯网络模型,该模型用于基于用户偏好的多媒体云服务可接受性的交互式估计。